Qin Y, Kernan K, Fan Z, Park H-J, Kim S, Canna S, Kellum J, Berg R, Wessel D, Pollack M, Meert K, Hall M, Newth C, Lin J, Doctor A, Shanley T, Cornell T, Harrison R, Zuppa A, Banks R, Reeder R, Holubkov R, Notterman D, Dean M, Carcillo J. Machine learning derivation of four computable 24-h pediatric sepsis phenotypes to facilitate enrollment in early personalized anti-inflammatory clinical trials. Crit Care. 2022;26(1):128. PMCID: PMC9077858

de Boer I, Alpers C, Azeloglu E, Balis U, Barasch J, Barisoni L, Blank K, Bomback A, Brown K, Dagher P, Dighe A, Eadon M, El-Achkar T, Gaut J, Hacohen N, He Y, Hodgin J, Jain S, Kellum J, Kiryluk K, Knight R, Laszik Z, Lienczewski C, Mariani L, McClelland R, Menez S, Moledina D, Mooney S, O’Toole J, Palevsky P, Parikh C, Poggio E, Rosas S, Rosengart M, Sarwal M, Schaub J, Sedor J, Sharma K, Steck B, Toto R, Troyanskaya O, Tuttle K, Vazquez M, Waikar S, Williams K, Wilson F, Zhang K, Iyengar R, Kretzler M, Himmelfarb J, Kidney Precision Medicine Project. Rationale and design of the Kidney Precision Medicine Project. Kidney Int. 2021;99(3):498–510. PMCID: PMC8330551

Carcillo J, Berg R, Wessel D, Pollack M, Meert K, Hall M, Newth C, Lin J, Doctor A, Shanley T, Cornell T, Harrison R, Zuppa A, Reeder R, Banks R, Kellum J, Holubkov R, Notterman D, Dean M, Eunice Kennedy Shriver National Institute of Child Health and Human Development Collaborative Pediatric Critical Care Research Network. A Multicenter Network Assessment of Three Inflammation Phenotypes in Pediatric Sepsis-Induced Multiple Organ Failure. Pediatr Crit Care Med. 2019;20(12):1137–1146. PMCID: PMC8121153